R Markdown

Binary fairness x group

## [1] "attempter model"
##             term  estimate std.error statistic      p.value
## 1    (Intercept)  1.831765 0.1538705 11.904591 1.120116e-32
## 2 fairnessunfair -1.397150 0.1627500 -8.584635 9.112536e-18
## [1] "HC model"
##             term  estimate std.error statistic      p.value
## 1    (Intercept)  1.831765 0.1538705 11.904591 1.120116e-32
## 2 fairnessunfair -1.397150 0.1627500 -8.584635 9.112536e-18
## [1] "ideator model"
##             term  estimate std.error statistic      p.value
## 1    (Intercept)  1.831765 0.1538705 11.904591 1.120116e-32
## 2 fairnessunfair -1.397150 0.1627500 -8.584635 9.112536e-18
## [1] "depression model"
##             term  estimate std.error statistic      p.value
## 1    (Intercept)  1.831765 0.1538705 11.904591 1.120116e-32
## 2 fairnessunfair -1.397150 0.1627500 -8.584635 9.112536e-18
## [1] "attempter HL model"
##             term  estimate std.error statistic      p.value
## 1    (Intercept)  1.831765 0.1538705 11.904591 1.120116e-32
## 2 fairnessunfair -1.397150 0.1627500 -8.584635 9.112536e-18
## [1] "attempter LL model"
##             term  estimate std.error statistic      p.value
## 1    (Intercept)  1.831765 0.1538705 11.904591 1.120116e-32
## 2 fairnessunfair -1.397150 0.1627500 -8.584635 9.112536e-18

Visually no group x fairnss interaction effect.

Group x stake size

## [1] "attempter model"
##          term    estimate   std.error  statistic      p.value
## 1 (Intercept)  0.68787075 0.135023963  5.0944346 3.497836e-07
## 2  totalStake -0.00322246 0.009576887 -0.3364831 7.365066e-01
## [1] "HC model"
##          term    estimate   std.error  statistic      p.value
## 1 (Intercept)  0.68787075 0.135023963  5.0944346 3.497836e-07
## 2  totalStake -0.00322246 0.009576887 -0.3364831 7.365066e-01
## [1] "ideator model"
##          term    estimate   std.error  statistic      p.value
## 1 (Intercept)  0.68787075 0.135023963  5.0944346 3.497836e-07
## 2  totalStake -0.00322246 0.009576887 -0.3364831 7.365066e-01
## [1] "depression model"
##          term    estimate   std.error  statistic      p.value
## 1 (Intercept)  0.68787075 0.135023963  5.0944346 3.497836e-07
## 2  totalStake -0.00322246 0.009576887 -0.3364831 7.365066e-01
## [1] "attempter HL model"
##          term    estimate   std.error  statistic      p.value
## 1 (Intercept)  0.68787075 0.135023963  5.0944346 3.497836e-07
## 2  totalStake -0.00322246 0.009576887 -0.3364831 7.365066e-01
## [1] "attempter LL model"
##          term    estimate   std.error  statistic      p.value
## 1 (Intercept)  0.68787075 0.135023963  5.0944346 3.497836e-07
## 2  totalStake -0.00322246 0.009576887 -0.3364831 7.365066e-01

Visually no interaction effect.

Group x fairness_score

## [1] "attempter model"
##              term   estimate std.error statistic      p.value
## 1     (Intercept)  2.4773021 0.3139149  7.891635 2.982526e-15
## 2 Fairness_score2 -0.9501022 0.3613484 -2.629325 8.555463e-03
## 3 Fairness_score3 -1.4498660 0.3300127 -4.393364 1.116101e-05
## 4 Fairness_score4 -2.0818873 0.3269703 -6.367206 1.925027e-10
## 5 Fairness_score5 -2.5296279 0.3264910 -7.747925 9.340626e-15
## [1] "HC model"
##              term   estimate std.error statistic      p.value
## 1     (Intercept)  2.4773021 0.3139149  7.891635 2.982526e-15
## 2 Fairness_score2 -0.9501022 0.3613484 -2.629325 8.555463e-03
## 3 Fairness_score3 -1.4498660 0.3300127 -4.393364 1.116101e-05
## 4 Fairness_score4 -2.0818873 0.3269703 -6.367206 1.925027e-10
## 5 Fairness_score5 -2.5296279 0.3264910 -7.747925 9.340626e-15
## [1] "ideator model"
##              term   estimate std.error statistic      p.value
## 1     (Intercept)  2.4773021 0.3139149  7.891635 2.982526e-15
## 2 Fairness_score2 -0.9501022 0.3613484 -2.629325 8.555463e-03
## 3 Fairness_score3 -1.4498660 0.3300127 -4.393364 1.116101e-05
## 4 Fairness_score4 -2.0818873 0.3269703 -6.367206 1.925027e-10
## 5 Fairness_score5 -2.5296279 0.3264910 -7.747925 9.340626e-15
## [1] "depression model"
##              term   estimate std.error statistic      p.value
## 1     (Intercept)  2.4773021 0.3139149  7.891635 2.982526e-15
## 2 Fairness_score2 -0.9501022 0.3613484 -2.629325 8.555463e-03
## 3 Fairness_score3 -1.4498660 0.3300127 -4.393364 1.116101e-05
## 4 Fairness_score4 -2.0818873 0.3269703 -6.367206 1.925027e-10
## 5 Fairness_score5 -2.5296279 0.3264910 -7.747925 9.340626e-15
## [1] "attempter HL model"
##              term   estimate std.error statistic      p.value
## 1     (Intercept)  2.4773021 0.3139149  7.891635 2.982526e-15
## 2 Fairness_score2 -0.9501022 0.3613484 -2.629325 8.555463e-03
## 3 Fairness_score3 -1.4498660 0.3300127 -4.393364 1.116101e-05
## 4 Fairness_score4 -2.0818873 0.3269703 -6.367206 1.925027e-10
## 5 Fairness_score5 -2.5296279 0.3264910 -7.747925 9.340626e-15
## [1] "attempter LL model"
##              term   estimate std.error statistic      p.value
## 1     (Intercept)  2.4773021 0.3139149  7.891635 2.982526e-15
## 2 Fairness_score2 -0.9501022 0.3613484 -2.629325 8.555463e-03
## 3 Fairness_score3 -1.4498660 0.3300127 -4.393364 1.116101e-05
## 4 Fairness_score4 -2.0818873 0.3269703 -6.367206 1.925027e-10
## 5 Fairness_score5 -2.5296279 0.3264910 -7.747925 9.340626e-15

The group seems interacts with the level of fairness. And the fairness score is nonlinearly affect the acceptance.

Group x opponent offered magnitudes

## [1] "attempter model"
##                     term    estimate  std.error statistic      p.value
## 1            (Intercept)  1.25108596 0.12489891 10.016789 1.286140e-23
## 2 OpponentProposedAmount -0.06048282 0.01128119 -5.361385 8.258615e-08
## [1] "HC model"
##                     term    estimate  std.error statistic      p.value
## 1            (Intercept)  1.25108596 0.12489891 10.016789 1.286140e-23
## 2 OpponentProposedAmount -0.06048282 0.01128119 -5.361385 8.258615e-08
## [1] "ideator model"
##                     term    estimate  std.error statistic      p.value
## 1            (Intercept)  1.25108596 0.12489891 10.016789 1.286140e-23
## 2 OpponentProposedAmount -0.06048282 0.01128119 -5.361385 8.258615e-08
## [1] "depression model"
##                     term    estimate  std.error statistic      p.value
## 1            (Intercept)  1.25108596 0.12489891 10.016789 1.286140e-23
## 2 OpponentProposedAmount -0.06048282 0.01128119 -5.361385 8.258615e-08
## [1] "attempter HL model"
##                     term    estimate  std.error statistic      p.value
## 1            (Intercept)  1.25108596 0.12489891 10.016789 1.286140e-23
## 2 OpponentProposedAmount -0.06048282 0.01128119 -5.361385 8.258615e-08
## [1] "attempter LL model"
##                     term    estimate  std.error statistic      p.value
## 1            (Intercept)  1.25108596 0.12489891 10.016789 1.286140e-23
## 2 OpponentProposedAmount -0.06048282 0.01128119 -5.361385 8.258615e-08

Visually no interaction effect.

Gender x group

## [1] "attempter model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept)  0.8058491 0.07124722 11.310604 1.162856e-29
## 2     Genderm -0.3128965 0.09837942 -3.180508 1.470170e-03
## [1] "HC model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept)  0.8058491 0.07124722 11.310604 1.162856e-29
## 2     Genderm -0.3128965 0.09837942 -3.180508 1.470170e-03
## [1] "ideator model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept)  0.8058491 0.07124722 11.310604 1.162856e-29
## 2     Genderm -0.3128965 0.09837942 -3.180508 1.470170e-03
## [1] "depression model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept)  0.8058491 0.07124722 11.310604 1.162856e-29
## 2     Genderm -0.3128965 0.09837942 -3.180508 1.470170e-03
## [1] "attempter HL model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept)  0.8058491 0.07124722 11.310604 1.162856e-29
## 2     Genderm -0.3128965 0.09837942 -3.180508 1.470170e-03
## [1] "attempter LL model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept)  0.8058491 0.07124722 11.310604 1.162856e-29
## 2     Genderm -0.3128965 0.09837942 -3.180508 1.470170e-03

Visually no interaction effect.

Group x income

## [1] "attempter model"
##              term     estimate    std.error statistic      p.value
## 1     (Intercept) 1.009156e-01 8.924094e-02  1.130821 2.581302e-01
## 2 HouseholdIncome 1.579967e-05 2.252329e-06  7.014814 2.302549e-12
## [1] "HC model"
##              term     estimate    std.error statistic      p.value
## 1     (Intercept) 1.009156e-01 8.924094e-02  1.130821 2.581302e-01
## 2 HouseholdIncome 1.579967e-05 2.252329e-06  7.014814 2.302549e-12
## [1] "ideator model"
##              term     estimate    std.error statistic      p.value
## 1     (Intercept) 1.009156e-01 8.924094e-02  1.130821 2.581302e-01
## 2 HouseholdIncome 1.579967e-05 2.252329e-06  7.014814 2.302549e-12
## [1] "depression model"
##              term     estimate    std.error statistic      p.value
## 1     (Intercept) 1.009156e-01 8.924094e-02  1.130821 2.581302e-01
## 2 HouseholdIncome 1.579967e-05 2.252329e-06  7.014814 2.302549e-12
## [1] "attempter HL model"
##              term     estimate    std.error statistic      p.value
## 1     (Intercept) 1.009156e-01 8.924094e-02  1.130821 2.581302e-01
## 2 HouseholdIncome 1.579967e-05 2.252329e-06  7.014814 2.302549e-12
## [1] "attempter LL model"
##              term     estimate    std.error statistic      p.value
## 1     (Intercept) 1.009156e-01 8.924094e-02  1.130821 2.581302e-01
## 2 HouseholdIncome 1.579967e-05 2.252329e-06  7.014814 2.302549e-12

Income x group has interaction effect in group 5 only. AttempterLL accept gambles as the income increase. Other groups are rather no change.

## [1] "attempter model"
##            term  estimate std.error statistic      p.value
## 1   (Intercept) 0.3101549 0.1024941  3.026074 0.0024775126
## 2 RACETEXTWHITE 0.4307687 0.1168200  3.687458 0.0002265057
## [1] "HC model"
##            term  estimate std.error statistic      p.value
## 1   (Intercept) 0.3101549 0.1024941  3.026074 0.0024775126
## 2 RACETEXTWHITE 0.4307687 0.1168200  3.687458 0.0002265057
## [1] "ideator model"
##            term  estimate std.error statistic      p.value
## 1   (Intercept) 0.3101549 0.1024941  3.026074 0.0024775126
## 2 RACETEXTWHITE 0.4307687 0.1168200  3.687458 0.0002265057
## [1] "depression model"
##            term  estimate std.error statistic      p.value
## 1   (Intercept) 0.3101549 0.1024941  3.026074 0.0024775126
## 2 RACETEXTWHITE 0.4307687 0.1168200  3.687458 0.0002265057
## [1] "attempter HL model"
##            term  estimate std.error statistic      p.value
## 1   (Intercept) 0.3101549 0.1024941  3.026074 0.0024775126
## 2 RACETEXTWHITE 0.4307687 0.1168200  3.687458 0.0002265057
## [1] "attempter LL model"
##            term  estimate std.error statistic      p.value
## 1   (Intercept) 0.3101549 0.1024941  3.026074 0.0024775126
## 2 RACETEXTWHITE 0.4307687 0.1168200  3.687458 0.0002265057

Interaction effect in group x race. Although the race is not balanced between groups. Particularly, depressed Asians are less likely accept gambles than white and african american, who are extremly likely to accept gamble.

Group x marriage

## [1] "attempter model"
##                       term   estimate std.error statistic      p.value
## 1              (Intercept)  1.1505720 0.1324867  8.684437 3.806222e-18
## 2       MARITALTEXTMARRIED -0.3596271 0.1501005 -2.395909 1.657922e-02
## 3 MARITALTEXTNEVER MARRIED -0.5909562 0.1807280 -3.269866 1.075985e-03
## 4     MARITALTEXTSEPARATED -1.3047227 0.1864094 -6.999231 2.573717e-12
## 5       MARITALTEXTWIDOWED -1.0992787 0.2624281 -4.188876 2.803395e-05
## [1] "HC model"
##                       term   estimate std.error statistic      p.value
## 1              (Intercept)  1.1505720 0.1324867  8.684437 3.806222e-18
## 2       MARITALTEXTMARRIED -0.3596271 0.1501005 -2.395909 1.657922e-02
## 3 MARITALTEXTNEVER MARRIED -0.5909562 0.1807280 -3.269866 1.075985e-03
## 4     MARITALTEXTSEPARATED -1.3047227 0.1864094 -6.999231 2.573717e-12
## 5       MARITALTEXTWIDOWED -1.0992787 0.2624281 -4.188876 2.803395e-05
## [1] "ideator model"
##                       term   estimate std.error statistic      p.value
## 1              (Intercept)  1.1505720 0.1324867  8.684437 3.806222e-18
## 2       MARITALTEXTMARRIED -0.3596271 0.1501005 -2.395909 1.657922e-02
## 3 MARITALTEXTNEVER MARRIED -0.5909562 0.1807280 -3.269866 1.075985e-03
## 4     MARITALTEXTSEPARATED -1.3047227 0.1864094 -6.999231 2.573717e-12
## 5       MARITALTEXTWIDOWED -1.0992787 0.2624281 -4.188876 2.803395e-05
## [1] "depression model"
##                       term   estimate std.error statistic      p.value
## 1              (Intercept)  1.1505720 0.1324867  8.684437 3.806222e-18
## 2       MARITALTEXTMARRIED -0.3596271 0.1501005 -2.395909 1.657922e-02
## 3 MARITALTEXTNEVER MARRIED -0.5909562 0.1807280 -3.269866 1.075985e-03
## 4     MARITALTEXTSEPARATED -1.3047227 0.1864094 -6.999231 2.573717e-12
## 5       MARITALTEXTWIDOWED -1.0992787 0.2624281 -4.188876 2.803395e-05
## [1] "attempter HL model"
##                       term   estimate std.error statistic      p.value
## 1              (Intercept)  1.1505720 0.1324867  8.684437 3.806222e-18
## 2       MARITALTEXTMARRIED -0.3596271 0.1501005 -2.395909 1.657922e-02
## 3 MARITALTEXTNEVER MARRIED -0.5909562 0.1807280 -3.269866 1.075985e-03
## 4     MARITALTEXTSEPARATED -1.3047227 0.1864094 -6.999231 2.573717e-12
## 5       MARITALTEXTWIDOWED -1.0992787 0.2624281 -4.188876 2.803395e-05
## [1] "attempter LL model"
##                       term   estimate std.error statistic      p.value
## 1              (Intercept)  1.1505720 0.1324867  8.684437 3.806222e-18
## 2       MARITALTEXTMARRIED -0.3596271 0.1501005 -2.395909 1.657922e-02
## 3 MARITALTEXTNEVER MARRIED -0.5909562 0.1807280 -3.269866 1.075985e-03
## 4     MARITALTEXTSEPARATED -1.3047227 0.1864094 -6.999231 2.573717e-12
## 5       MARITALTEXTWIDOWED -1.0992787 0.2624281 -4.188876 2.803395e-05

Group x Reappraisal Direction

## [1] "attempter model"
##                          term   estimate  std.error statistic      p.value
## 1                 (Intercept)  0.9252824 0.09491652  9.748381 1.874327e-22
## 2 ReappraisalDirectionempathy  0.5703561 0.13890913  4.105966 4.026295e-05
## 3  ReappraisalDirectionpunish -1.1477337 0.12344811 -9.297297 1.440620e-20
## [1] "HC model"
##                          term   estimate  std.error statistic      p.value
## 1                 (Intercept)  0.9252824 0.09491652  9.748381 1.874327e-22
## 2 ReappraisalDirectionempathy  0.5703561 0.13890913  4.105966 4.026295e-05
## 3  ReappraisalDirectionpunish -1.1477337 0.12344811 -9.297297 1.440620e-20
## [1] "ideator model"
##                          term   estimate  std.error statistic      p.value
## 1                 (Intercept)  0.9252824 0.09491652  9.748381 1.874327e-22
## 2 ReappraisalDirectionempathy  0.5703561 0.13890913  4.105966 4.026295e-05
## 3  ReappraisalDirectionpunish -1.1477337 0.12344811 -9.297297 1.440620e-20
## [1] "depression model"
##                          term   estimate  std.error statistic      p.value
## 1                 (Intercept)  0.9252824 0.09491652  9.748381 1.874327e-22
## 2 ReappraisalDirectionempathy  0.5703561 0.13890913  4.105966 4.026295e-05
## 3  ReappraisalDirectionpunish -1.1477337 0.12344811 -9.297297 1.440620e-20
## [1] "attempter HL model"
##                          term   estimate  std.error statistic      p.value
## 1                 (Intercept)  0.9252824 0.09491652  9.748381 1.874327e-22
## 2 ReappraisalDirectionempathy  0.5703561 0.13890913  4.105966 4.026295e-05
## 3  ReappraisalDirectionpunish -1.1477337 0.12344811 -9.297297 1.440620e-20
## [1] "attempter LL model"
##                          term   estimate  std.error statistic      p.value
## 1                 (Intercept)  0.9252824 0.09491652  9.748381 1.874327e-22
## 2 ReappraisalDirectionempathy  0.5703561 0.13890913  4.105966 4.026295e-05
## 3  ReappraisalDirectionpunish -1.1477337 0.12344811 -9.297297 1.440620e-20

Visually no interaction effect.

Group x education

## [1] "attempter model"
##          term  estimate  std.error statistic      p.value
## 1 (Intercept) -2.971920 0.31546896 -9.420641 4.483420e-21
## 2   EDUCATION  0.262943 0.02302105 11.421854 3.252208e-30
## [1] "HC model"
##          term  estimate  std.error statistic      p.value
## 1 (Intercept) -2.971920 0.31546896 -9.420641 4.483420e-21
## 2   EDUCATION  0.262943 0.02302105 11.421854 3.252208e-30
## [1] "ideator model"
##          term  estimate  std.error statistic      p.value
## 1 (Intercept) -2.971920 0.31546896 -9.420641 4.483420e-21
## 2   EDUCATION  0.262943 0.02302105 11.421854 3.252208e-30
## [1] "depression model"
##          term  estimate  std.error statistic      p.value
## 1 (Intercept) -2.971920 0.31546896 -9.420641 4.483420e-21
## 2   EDUCATION  0.262943 0.02302105 11.421854 3.252208e-30
## [1] "attempter HL model"
##          term  estimate  std.error statistic      p.value
## 1 (Intercept) -2.971920 0.31546896 -9.420641 4.483420e-21
## 2   EDUCATION  0.262943 0.02302105 11.421854 3.252208e-30
## [1] "attempter LL model"
##          term  estimate  std.error statistic      p.value
## 1 (Intercept) -2.971920 0.31546896 -9.420641 4.483420e-21
## 2   EDUCATION  0.262943 0.02302105 11.421854 3.252208e-30

Education and groups visually have interaction effect.

Group x MMSE

## [1] "attempter model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept) -5.0021108 1.14607221 -4.364569 1.273739e-05
## 2        MMSE  0.1998734 0.04057115  4.926490 8.372005e-07
## [1] "HC model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept) -5.0021108 1.14607221 -4.364569 1.273739e-05
## 2        MMSE  0.1998734 0.04057115  4.926490 8.372005e-07
## [1] "ideator model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept) -5.0021108 1.14607221 -4.364569 1.273739e-05
## 2        MMSE  0.1998734 0.04057115  4.926490 8.372005e-07
## [1] "depression model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept) -5.0021108 1.14607221 -4.364569 1.273739e-05
## 2        MMSE  0.1998734 0.04057115  4.926490 8.372005e-07
## [1] "attempter HL model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept) -5.0021108 1.14607221 -4.364569 1.273739e-05
## 2        MMSE  0.1998734 0.04057115  4.926490 8.372005e-07
## [1] "attempter LL model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept) -5.0021108 1.14607221 -4.364569 1.273739e-05
## 2        MMSE  0.1998734 0.04057115  4.926490 8.372005e-07

Unbalanced distribution of MMSE. The intertion effect exists. Depression patients and controls tend to have higher MMSE, and less likely to accept gambles as the score increases.

Group x age

## [1] "attempter model"
##          term      estimate   std.error   statistic   p.value
## 1 (Intercept)  0.6716359908 0.465328755  1.44335802 0.1489196
## 2 PROTECT2AGE -0.0004246322 0.007539983 -0.05631739 0.9550890
## [1] "HC model"
##          term      estimate   std.error   statistic   p.value
## 1 (Intercept)  0.6716359908 0.465328755  1.44335802 0.1489196
## 2 PROTECT2AGE -0.0004246322 0.007539983 -0.05631739 0.9550890
## [1] "ideator model"
##          term      estimate   std.error   statistic   p.value
## 1 (Intercept)  0.6716359908 0.465328755  1.44335802 0.1489196
## 2 PROTECT2AGE -0.0004246322 0.007539983 -0.05631739 0.9550890
## [1] "depression model"
##          term      estimate   std.error   statistic   p.value
## 1 (Intercept)  0.6716359908 0.465328755  1.44335802 0.1489196
## 2 PROTECT2AGE -0.0004246322 0.007539983 -0.05631739 0.9550890
## [1] "attempter HL model"
##          term      estimate   std.error   statistic   p.value
## 1 (Intercept)  0.6716359908 0.465328755  1.44335802 0.1489196
## 2 PROTECT2AGE -0.0004246322 0.007539983 -0.05631739 0.9550890
## [1] "attempter LL model"
##          term      estimate   std.error   statistic   p.value
## 1 (Intercept)  0.6716359908 0.465328755  1.44335802 0.1489196
## 2 PROTECT2AGE -0.0004246322 0.007539983 -0.05631739 0.9550890

Interaction effect exists. Ideators were less likely to accept gambles as the age increases.

Group x HRSD NO SUI

## [1] "attempter model"
##          term    estimate   std.error statistic      p.value
## 1 (Intercept)  1.04524001 0.114537117  9.125775 7.122453e-20
## 2 HRSD_NO_SUI -0.02245428 0.005726064 -3.921415 8.803036e-05
## [1] "HC model"
##          term    estimate   std.error statistic      p.value
## 1 (Intercept)  1.04524001 0.114537117  9.125775 7.122453e-20
## 2 HRSD_NO_SUI -0.02245428 0.005726064 -3.921415 8.803036e-05
## [1] "ideator model"
##          term    estimate   std.error statistic      p.value
## 1 (Intercept)  1.04524001 0.114537117  9.125775 7.122453e-20
## 2 HRSD_NO_SUI -0.02245428 0.005726064 -3.921415 8.803036e-05
## [1] "depression model"
##          term    estimate   std.error statistic      p.value
## 1 (Intercept)  1.04524001 0.114537117  9.125775 7.122453e-20
## 2 HRSD_NO_SUI -0.02245428 0.005726064 -3.921415 8.803036e-05
## [1] "attempter HL model"
##          term    estimate   std.error statistic      p.value
## 1 (Intercept)  1.04524001 0.114537117  9.125775 7.122453e-20
## 2 HRSD_NO_SUI -0.02245428 0.005726064 -3.921415 8.803036e-05
## [1] "attempter LL model"
##          term    estimate   std.error statistic      p.value
## 1 (Intercept)  1.04524001 0.114537117  9.125775 7.122453e-20
## 2 HRSD_NO_SUI -0.02245428 0.005726064 -3.921415 8.803036e-05

Visually seems small interaction effect.

Group x EXIT

## Warning: Removed 364 rows containing missing values (geom_point).

## Warning: Removed 364 rows containing missing values (geom_point).

## [1] "attempter model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept)  1.3394586 0.14672412  9.129096 6.907378e-20
## 2        EXIT -0.1169191 0.02221076 -5.264075 1.408967e-07
## [1] "HC model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept)  1.3394586 0.14672412  9.129096 6.907378e-20
## 2        EXIT -0.1169191 0.02221076 -5.264075 1.408967e-07
## [1] "ideator model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept)  1.3394586 0.14672412  9.129096 6.907378e-20
## 2        EXIT -0.1169191 0.02221076 -5.264075 1.408967e-07
## [1] "depression model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept)  1.3394586 0.14672412  9.129096 6.907378e-20
## 2        EXIT -0.1169191 0.02221076 -5.264075 1.408967e-07
## [1] "attempter HL model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept)  1.3394586 0.14672412  9.129096 6.907378e-20
## 2        EXIT -0.1169191 0.02221076 -5.264075 1.408967e-07
## [1] "attempter LL model"
##          term   estimate  std.error statistic      p.value
## 1 (Intercept)  1.3394586 0.14672412  9.129096 6.907378e-20
## 2        EXIT -0.1169191 0.02221076 -5.264075 1.408967e-07

Group x BIS_nonplan

## Warning: Removed 260 rows containing missing values (geom_point).

## Warning: Removed 260 rows containing missing values (geom_point).

## [1] "attempter model"
##          term    estimate   std.error statistic      p.value
## 1 (Intercept)  1.23197008 0.185360207  6.646357 3.004364e-11
## 2 BIS_NONPLAN -0.02649253 0.008014893 -3.305413 9.483667e-04
## [1] "HC model"
##          term    estimate   std.error statistic      p.value
## 1 (Intercept)  1.23197008 0.185360207  6.646357 3.004364e-11
## 2 BIS_NONPLAN -0.02649253 0.008014893 -3.305413 9.483667e-04
## [1] "ideator model"
##          term    estimate   std.error statistic      p.value
## 1 (Intercept)  1.23197008 0.185360207  6.646357 3.004364e-11
## 2 BIS_NONPLAN -0.02649253 0.008014893 -3.305413 9.483667e-04
## [1] "depression model"
##          term    estimate   std.error statistic      p.value
## 1 (Intercept)  1.23197008 0.185360207  6.646357 3.004364e-11
## 2 BIS_NONPLAN -0.02649253 0.008014893 -3.305413 9.483667e-04
## [1] "attempter HL model"
##          term    estimate   std.error statistic      p.value
## 1 (Intercept)  1.23197008 0.185360207  6.646357 3.004364e-11
## 2 BIS_NONPLAN -0.02649253 0.008014893 -3.305413 9.483667e-04
## [1] "attempter LL model"
##          term    estimate   std.error statistic      p.value
## 1 (Intercept)  1.23197008 0.185360207  6.646357 3.004364e-11
## 2 BIS_NONPLAN -0.02649253 0.008014893 -3.305413 9.483667e-04

Visually small or no interaction effect.

Group x Interpersonal

## Warning: Removed 286 rows containing missing values (geom_point).

## Warning: Removed 286 rows containing missing values (geom_point).

## [1] "attempter model"
##           term   estimate  std.error statistic      p.value
## 1  (Intercept)  0.8194861 0.07509919 10.912051 1.009531e-27
## 2 IIP15INTAMBV -0.0289662 0.00929097 -3.117672 1.822853e-03
## [1] "HC model"
##           term   estimate  std.error statistic      p.value
## 1  (Intercept)  0.8194861 0.07509919 10.912051 1.009531e-27
## 2 IIP15INTAMBV -0.0289662 0.00929097 -3.117672 1.822853e-03
## [1] "ideator model"
##           term   estimate  std.error statistic      p.value
## 1  (Intercept)  0.8194861 0.07509919 10.912051 1.009531e-27
## 2 IIP15INTAMBV -0.0289662 0.00929097 -3.117672 1.822853e-03
## [1] "depression model"
##           term   estimate  std.error statistic      p.value
## 1  (Intercept)  0.8194861 0.07509919 10.912051 1.009531e-27
## 2 IIP15INTAMBV -0.0289662 0.00929097 -3.117672 1.822853e-03
## [1] "attempter HL model"
##           term   estimate  std.error statistic      p.value
## 1  (Intercept)  0.8194861 0.07509919 10.912051 1.009531e-27
## 2 IIP15INTAMBV -0.0289662 0.00929097 -3.117672 1.822853e-03
## [1] "attempter LL model"
##           term   estimate  std.error statistic      p.value
## 1  (Intercept)  0.8194861 0.07509919 10.912051 1.009531e-27
## 2 IIP15INTAMBV -0.0289662 0.00929097 -3.117672 1.822853e-03

Small interaction effect may exists. Control were more likely to accept gambles as the interpersonal score increases.